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SafeWall: A Risk-Aware Job Walltime Recommendation for HPC Scheduling

Xu, Kanglin et al.
arXiv (All) · Papers
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and-cluster-computingdistributedi-2-6machine-learningparallel
In high-performance computing (HPC), users must submit resource requirements for their jobs, with user-supplied walltime being a critical parameter. However, these estimates are notoriously inaccurate, as users tend to overestimate walltime to prevent the scheduler from terminating their jobs premat
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